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Yanina Chizhevskaya
AI Product Manager · Vibe Coding Product Manager · Project Lead
Open to senior product roles · Remote / hybrid · Available for international relocation
About
AI Product Manager with 10 years of product and project management experience and 3+ years building AI/LLM products end-to-end.
I launch AI applications and SaaS from concept to production using vibe coding (Claude Code, Cursor, Lovable) — 5–10× faster than hiring a development team.
Over the past year, I built and shipped Periya (wellness Telegram Mini App for women 35+), worked as product manager at MindBodyFace (international face fitness platform, US/UK/EU), and led the product for nutrition startup Biogenom.
I convert business challenges into measurable ML tasks, manage data labeling and quality, run A/B tests with LLM models, and understand offline/online evaluation metrics.
Domain depth: health, wellness, longevity, women's health 35+, nutrition, FemTech.
Strong builder mindset — comfortable owning the whole stack solo.
Key Skills
AI Product Manager
Vibe Coding
LLM Product Development
Claude Code · Cursor · Lovable
Claude API · Gemini API · GPT
Multi-agent systems · MCP
RAG · Fine-tuning
Prompt Engineering
A/B testing with ML models
Data labeling & QA
LLM evaluation metrics
AI telemetry & monitoring
Unit economics of AI products
CustDev · Product Analytics
React · TypeScript · Tailwind
Next.js · Node.js · Prisma
PostgreSQL · Supabase
Telegram Mini Apps
Vercel · VPS deployment
Python · FFmpeg
Figma · Figma MCP
Google Analytics 4 · PostHog · Amplitude · Mixpanel
Agile · Scrum · Kanban
Team leadership (up to 30 people)
International stakeholder management
Experience — 10 years
Self-employed · AI Product Manager / Vibe Coding PM
August 2023 — present · 2 years 9 months
- Shipped AI products to production end-to-end across multiple companies: from problem definition to deployment and monitoring
- LLM sales agent on GPT (international company): used by the sales team to close deals and recover unhappy customers. Defined the spec, iterated prompts, fine-tuned on corporate data, measured by conversion and CSAT
- GPTs support agents (international company): adapted new support staff in 2 days vs prior 2–4 weeks. Managed training data labeling and assessor quality control
- Neurocopywriter on corporate data: A/B-tested variants, fine-tuned on company knowledge base. Result: cut department headcount cost in half
- 24/7 support chatbot: integrated with GPT-3/4, fine-tuned on internal knowledge base. Result: 30% reduction in employee onboarding time, significant support cost reduction, multi-channel coverage
- Multi-agent content factory on N8N: managed contractor developer, designed architecture, evaluated outputs against quality benchmarks
- Ran 10 parallel in-house AI projects with different teams and stakeholders; aligned and rolled out AI services across departments
- Conducted workshops for senior leadership and an internal training series on neural networks; gave presentations on AI implementation to a team of 250
- Built AI roadmaps and shipped them through to results
MindBodyFace (international company) · Product Manager — portal & mobile app
- International platform and mobile app in face fitness, facial massage, and natural facial rejuvenation niche
- Full product cycle: strategy, English-language UX, content roadmap, unit economics, growth metrics
- Managed cross-functional team across two continents (design, dev, content methodology, marketing)
- Coordinated portal and mobile app simultaneously — end-to-end UX and unified design system
- Competitor analysis of Western wellness / natural beauty market, positioning, pricing model
- Content plan for exercise videos, technical specs for video lessons, localization for English-speaking audience
- Worked fully in English: product communication, requirements, documentation, stakeholder calls
Edpro Academy of Continuing Education · Product Manager
- Drove internal projects and built a production MVP site with developers and designers
- Shipped the career orientation product proid.me — product logic, ML classification of responses into profiles
- Worked closely with developers, QA, and learning methodology specialists
- Filed a trademark patent
Biogenom (startup) · Product Manager — nutrition mobile app
- Built MVP of a B2C / B2B2C mobile app: CustDev interviews, market and competitor analysis
- Managed design and development of the marketing site
- Analyzed key metrics, ran unit economics
- Managed designer and developer tasks; worked with marketing contractors
- Interfaced with partners and stakeholders
Self-employed · Project Manager, Tech Director of online schools
September 2018 — May 2022 · 3 years 9 months
- End-to-end project management: goals, scope, budget
- Hired, managed, and coordinated project teams up to 30 people
- Shipped all department projects on schedule with KPI achievement
- Analyzed profitability using NPS, CSI, CAC, SWOT analysis
- Worked with contractors: media buyers, designers, copywriters, developers
- Managed product development: task estimation, schedule and quality control, process optimization
Beauty Education / 4 nutrition online schools · Tech Director
- Full restructuring of the tech department, training and task definition
- Designed regulations for technical staff, knowledge base, and onboarding system
- Introduced internships to balance workload
- Optimized CRM — accelerated tech team workflows
- Established clear cross-department communication
- Reduced customer returns due to late access; offloaded the head of department; built an autonomous tech team
Key AI Projects
Periya — wellness Telegram Mini App for women 35+
React 19 · TypeScript · Tailwind v4 · Zustand · Node 20 · Prisma · PostgreSQL · VPS · Claude API · Grammy
- Shipped to production: 11-step onboarding → personalized nutrition and training plan with cycle, IF, health restrictions
- Cycle-adaptive training (4 phases), food diary with AI photo calorie estimation, pelvic floor exercises, daily check-in, analytics, Google Calendar export
- VPS backend under systemd, PostgreSQL, Claude API with fallback to Mifflin-St Jeor formula computation
- Telegram WebApp HMAC-SHA256 validation, demo mode, session restoration
- In development: "result guarantee + cashback" mechanic — subscription refund for 90 days of consistent practice + before/after photos, to launch viral loop and ambassador content
Lookbook AI — AI stylist and virtual try-on
React · TypeScript · Tailwind · Supabase · Claude + Gemini · Vercel · SSR prerender
- Designed and built B2C product: AI try-on, capsules, lookbook, export
- Architecture: marketing site + product app on separate domains, unified design system
- 3 tier packages (50 / 150 / 300 AI generations), AI telemetry with billable-operations tracking, feature-flag provider switching
- Unified SEO layer for Yandex and AI search: SSR prerender, JSON-LD, breadcrumbs, canonical, OG tags
- Currently completing production billing (YooKassa) and final QA before public launch
Interior AI Content Automation — multi-agent SMM and blog automation
2026 · interior design niche · in testing
Python · Playwright · NotebookLM · YouTube Data API · MCP servers · multi-agent orchestrator
- Designed multi-agent orchestrator for full content cycle: research → article → video → automated publishing to blog and YouTube via one command
- Agents: NotebookLM (sources + notes), Content Agent (articles & scripts), YouTube Agent (audio + metadata + upload), Publish Agent (blog), Browser Agent (UI automation)
- NotebookLM integration via MCP server; brand book and design guidelines embedded in the pipeline — unified visual style
- Currently in final tuning and content testing before going live
BreathFlow — breathing practices Telegram Mini App
Single HTML file, zero dependencies. Web Audio API (binaural beats 432/528 Hz), Telegram CloudStorage, Yandex Metrika with webvisor. In production.
Education
2022 — Tomsk State University (National Research University)
WINbd Management Academy, Profession: Product Manager in IT (higher education)
2007 — Kuzbass State Technical University named after T.F. Gorbachev, Kemerovo
Faculty of Chemical Engineering, engineer (higher education)
Continuing Education & Courses
- 2023 — Professional conference PRODUCTSENSE'23, productsense.io
- 2023 — Stratoplan Management School — IT management, project management
- 2022 — DNA Systems Business Academy — for company leaders
- 2022 — Federal Program at Tomsk State University, "Product Manager in IT"
- 2021 — Netology, "Agile Management: Scrum, Kanban, Lean"
- 2021 — Netology, "Product Manager"
- 2020 — Finra, Dmitry Tolstyakov — Financial advisor, portfolio creation, and investing
- Ongoing training and conferences from top market AI/ML experts
Languages
Russian — native · English — working (1 year at MindBodyFace international team)
Additional